Program neural networks with TensorFlow

Learn everything that you need to know to demystify machine learning, from the first principles in the new programming paradigm to creating convolutional neural networks for advanced image recognition and classification that solve common computer-vision problems.

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The Hello World of Machine Learning

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Codelab
Optional

Learn the basic ‘Hello World' of machine learning where, instead of programming explicit rules in a language such as Java or C++, you'll build a system that is trained on data to infer the rules that determine a relationship between numbers

Introduction to Convolutions

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Codelab
Optional

Learn about convolutions and why they are so powerful in computer vision scenarios. It will equip you to be ready for Lab 4 which shows you have to use convolutions in deep learning scenarios to make convolutional neural networks.